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Research: Optimizing RF Energy Harvesting Circuits for Batteryless Sensor Tags in Urban...

Field: Electronics & Communication Type: Research project Bloom: Create / Evaluate Level: Final-year / PG capstone Inspired by: MIT / Stanford / Oxford research agendas

Real-world project · AICTE-aligned · AI-graded · Audit-ready certificate

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About this project
Research: Optimizing RF Energy Harvesting Circuits for Batteryless Sensor Tags in Urban Environments

Research question: How can RF energy harvesting circuit architectures be optimized to reliably power batteryless sensor tags in variable urban RF environments?

Background & Motivation: The proliferation of wireless sensor networks in IoT applications has intensified interest in batteryless sensor tags powered by ambient energy, particularly RF signals from urban sources such as cellular towers and Wi-Fi routers. RF energy harvesting offers the potential for maintenance-free operation, reducing environmental impact and operational costs.

Research Gap: Existing literature often addresses RF energy harvesting under idealized or laboratory conditions, neglecting the unpredictable and highly variable RF landscape of urban environments. There is limited research on circuit architectures that maximize energy extraction and conversion efficiency in such real-world settings.

Approach & Expected Contribution: The project will systematically review RF harvesting architectures, model urban RF energy availability, and experimentally evaluate circuit designs using real RF measurements. The study aims to identify design principles and propose optimization strategies for reliable operation of batteryless sensor tags. Contributions include validated modelling methods and a set of design recommendations for urban deployment.

Impact: This research advances the feasibility of scalable, maintenance-free sensor networks for smart city, environmental monitoring, and infrastructure applications, addressing a critical challenge in sustainable electronics and IoT deployment.

Milestones
1. Literature Review & Problem Definition
15 marks 21d
Survey state-of-the-art in RF energy harvesting and define the research gap with respect to urban environments.
2. Research Proposal & Hypotheses
10 marks 14d
Formulate research objectives, hypotheses, and establish the scope based on literature findings.
3. Methodology & Experimental Design
20 marks 21d
Design circuit evaluation experiments, select modelling tools, and plan urban RF measurement campaigns.
4. Data Collection / Experimentation
20 marks 21d
Perform RF environment measurements and test harvesting circuits in realistic urban settings.
5. Analysis & Results
20 marks 21d
Analyze collected data, compare circuit performance, and validate hypotheses with statistical methods.
6. Thesis Write-up & Defense
15 marks 21d
Write the thesis, present findings, and defend methodology and results before examiners.
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Upcoming sessions
SessionWindowEnrolled
Research: Optimizing RF Energy Harvesting Circuits for Ba... 11 Jun 2026 to 10 Jun 2028 0
Skills you'll learn
ResearchElectronics & CommunicationLiterature review and synthesisExperimental design and setupRF circuit modelling and simulationData analysis and statistical interpretationAcademic writing and presentationUrban RF environment characterizationEmbedded hardware evaluationCritical evaluation of published research
Tools used
ADS (Advanced Design System) or LTspice for circuit simulationVector Network Analyzer for RF measurementsSDR (Software Defined Radio) for environmental RF characterizationMATLAB or Python for data analysisUrban RF signal databases (e.g.FCCOfcom spectrum maps)Batteryless sensor tag prototypes (TISTMicroelectronics)Statistical methods for variability analysisPCB prototyping tools
Prerequisites
Electronic Circuits and DevicesElectromagnetic TheoryRF and Microwave EngineeringEmbedded SystemsProbability and Statistics for Engineers
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